Gauntlet AI

An extremely intensive and 100% free AI training program for engineers. 🛡️

[Gauntlet AI @gauntletai]

This is Gauntlet AI.

[Gauntlet AI @gauntletai]

“An eval is essentially regression testing on your agent.”

@ashtilawat at the Houston AI Club Build Lab, on what vibe coding leaves out.

[Gauntlet AI @gauntletai]

Most companies use AI to clear the backlog faster. The winners use it to redesign how they compete. Austen Allred and Josh Martin on building an advantage that lasts: https://t.co/9fBdoJS5SG

[Gauntlet AI @gauntletai]

Today at 12 PM CT. Every job post says AI-first. Oracle’s Kay Malcolm and our COO Brett Johnson on what it means and how to hire for it. Free and live: https://t.co/ne37bRKb15

[Austen Allred @Austen]

The hot topic on HackerNews over the past few days with regard to AI is whether or not you need to actually understand the code that's shipping to production.

And there is enthusiastic discussion both ways.

On HackerNews.

[Gauntlet AI @gauntletai]

When your FDE leaves, everything they learned about your business goes with them.

Stop by Gauntlet HQ during #AustinTechWeek for a conversation between Aater Suleman of Vixul and @Austen on who should own that knowledge, and how to lock it in before the engagement starts.

Tues, Oct 27, 1 PM CT: https://t.co/kEdkyjYeul

[Gauntlet AI @gauntletai]

Register: https://t.co/L4OOKTs9Xa

[Gauntlet AI @gauntletai]

If your interview still tests writing code from memory, you’re grading the part AI already does.

Oracle’s Kay Malcolm goes live with Gauntlet COO Brett Johnson this Wednesday, Oct 21, at 12 PM CT / 1 PM ET, on how to spot AI-first developers before you hire.

[Gauntlet AI @gauntletai]

A new UNSW study tested students twice: once on what they shipped with AI, and again on what they kept.

The results, plus how Adrian Harwood’s team at Manchester responds 👇
via @TheLeadDev: https://t.co/EsmBqpdeIk

[Gauntlet AI @gauntletai]

AI can write the code. Can you design the system? Our Director of Learning Byron Mackay joins The Artificially Intelligent Enterprise for a Lunch & Learn on system design in the AI era. https://t.co/SirMbwd5OX

[Gauntlet AI @gauntletai]

The full session: Austen Allred and HumanLayer’s Dex Horthy on planning before you code: https://t.co/nEeI2pFSgf

[Gauntlet AI @gauntletai]

Everyone thinks AI adoption is stalling because of https://t.co/j47wozoxS2’s stalling because nobody can review 1,284 AI outputs. Here’s what to review instead.

[Gauntlet AI @gauntletai]

Every job post says AI-first. Almost nobody can define it.

Oracle’s Kay Malcolm and our COO Brett Johnson on what the developer job became and how to hire for it. Free, Wed Oct 21 at 12 PM CT: https://t.co/NXkpyiaJ4y

[Gauntlet AI @gauntletai]

OpenAI’s Codex team merged about 1,500 PRs without writing a single line of code by hand. The breakthrough wasn’t a better model. It was everything they built around it.

Sources: https://t.co/oPhAbAGUqP and https://t.co/F3aV7pUadk

[Gauntlet AI @gauntletai]

Today at 5 PM CT. Night School Part 2: The AI Engineering Interview with Byron Mackay. It's free and live.
https://t.co/5asE2m1dFU

[Gauntlet AI @gauntletai]

Tools alone don’t change how a team works. Our CTO @ashtilawat on what does. Full recap: https://t.co/1fSuuzwcc4

[Gauntlet AI @gauntletai]

Houston, Oct 15. Our CTO @ashtilawat is in town for two events.
11 AM: Engineering Leaders Lunch https://t.co/x92psiriUz
6 PM: Beyond Vibe Coding Build Lab with Houston AI Club https://t.co/xERM4FsZfL

[Gauntlet AI @gauntletai]

Building with AI is one skill. Explaining it in an interview is another. After Part 1, Night School Part 2 with Byron Mackay is free and live on Wed, Oct 14 at 5 PM CT. Save your seat: https://t.co/vDTrY3RD0I

[Gauntlet AI @gauntletai]

Part 2 of 2, building on Part 1's machine learning fundamentals. It's beginner level, runs 59 minutes and is free to watch:
https://t.co/uDjXunanGW

[Gauntlet AI @gauntletai]

How does a neural network actually learn?
At Night School, Aaron Gallant, Gauntlet's Lead Instructor, built and trained one from scratch in a free Google Colab notebook. Here's what he covered:

[Gauntlet AI @gauntletai]

"Accuracy means nothing without a baseline, and the wrong kind of error matters."
He also covered MNIST image classification, confusion matrices and baseline comparisons.